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ScrapFly Content Group Classifier
x402
ScrapFly Content Group Classifier is a paid API for AI agents from scrapfly.vercel.app, paid per call via x402, $0.05/call, status unknown (last checked 2026-10-24).
Groups or categorizes a given text into structured content clusters or categories based on an optional task description
Price / call$0.05
Success—
StatusUnknown
How this service works
69 endpoints for data, content generation, and web scraping. Pay per request via x402 on Base chain.
Output
Returns a JSON object with a success boolean and a data object containing the grouped or categorized representation of the input text, organized according to the optional task context provided.
Example use cases
Organize scraped product listings
“I scraped a bunch of product titles from an e-commerce page. Can you group them into categories like electronics, apparel, and accessories? Here's the list: 'Bluetooth speaker, Denim jacket, HDMI cable, Sneakers, Webcam, Wool scarf.'”
Cluster news headlines by topic
“Take these news headlines and group them by topic — politics, sports, tech, and entertainment: 'Apple releases new chip, World Cup final results, Senate votes on budget, New Marvel movie breaks records, Google launches AI assistant, Election recount underway.'”
Segment customer feedback by theme
“I have a bunch of raw customer feedback comments. Please group them into themes like pricing, delivery, product quality, and customer service: 'Arrived damaged, Price is too high, Support was unhelpful, Product works great, Shipping took 3 weeks, Great value for money.'”
Technical details
Endpoint
POSThttps://scrapfly.vercel.app/api/content/group?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need to automatically categorize or cluster free-form text into logical groups without manually defining a taxonomy upfront. It is especially useful when processing scraped web content, product listings, news items, or feedback that needs structure imposed on it. Prefer this over general LLM prompting when you want a consistent, pay-per-call API interface integrated into an automated agent workflow on Base chain via x402.
Side effects
- Missing required 'text' field returns an error response with success: false
- Ambiguous or very short text may result in poorly defined groupings
- Overly long text inputs may exceed processing limits
- If 'task' description is too vague, groupings may not match user expectations
- Network or payment authorization failures may prevent the request from completing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| task | string | task |
| textrequired | string | text |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| data | object | |
| successrequired | boolean |
Tags
x402
Reviews
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Zero review prompt (fires after every successful call)
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